UltraRAG

by OpenBMB · Python · ★ 5,531

[GitHub Trending #2] A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

#deepseek#demo#easy#embedding#flask#gpt#huggingface-transformers#llm#mcp#multimodal#openai#qwen#rag#sentence-transformers#ui#vllm#vlm

Install

pip install git+https://github.com/OpenBMB/UltraRAG.git

Claude Desktop config

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "ultrarag": {
      "command": "uvx",
      "args": [
        "git+https://github.com/OpenBMB/UltraRAG.git"
      ]
    }
  }
}

From the README

Less Code, Lower Barrier, Faster Deployment       简体中文  |  English UltraRAG is the first lightweight RAG development framework based on the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/getting-started/intro) architecture design, jointly launched by [THUNLP](https://nlp.csai.tsinghua.edu.cn/) at Tsinghua University, [NEUIR](https://neuir.github.io) at Northeastern University, [OpenBMB](https://www.openbmb.cn/home), and [AI9stars](https://github.com/AI9Stars). Designed for research exploration and industrial prototyping, UltraRAG sta…

Read full README on GitHub →

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